Characteristics and outcomes of an international cohort of 600 000 hospitalized patients with COVID-19

Christiana Kartsonaki(University of Oxford), J. Kenneth Baillie(Roslin Institute), Noelia García Barrio(Research Institute Hospital 12 de Octubre), Joaquín Baruch(University of Oxford), Abi Beane, Lucille Blumberg(National Institute for Communicable Diseases), Fernando A. Bozza(Ministério da Saúde), Tessa Broadley(Monash University), Aidan Burrell(Monash University), Gail Carson(University of Oxford), Barbara Wanjiru Citarella(University of Oxford), Andrew Dagens(University of Oxford), Emmanuelle A. Dankwa(University of Oxford), Christl A. Donnelly(University of Oxford), Jake Dunning(University of Oxford), Loubna Elotmani(Centre Hospitalier Universitaire de Nîmes), Martina Escher(University of Oxford), Nataly Farshait(Humber River Regional Hospital), Jean‐Christophe Goffard(Erasmus Hospital), Bronner P. Gonçalves(University of Oxford), Matthew Hall(Open Data Institute), Madiha Hashmi(Ziauddin University), Benedict Sim Lim Heng(Ministry of Health), Antonia Ho(Queen Elizabeth University Hospital), Waasila Jassat(National Institute for Communicable Diseases), Miguel Pedrera‐Jiménez(Research Institute Hospital 12 de Octubre), Cédric Laouenan(Inserm), Samantha Lissauer(University of Liverpool), Ignacio Martín‐Loeches(St. James's Hospital), France Mentré(Inserm), Laura Merson(University of Oxford), Ben Morton(Liverpool School of Tropical Medicine), Daniel Munblit(Sechenov University), Nikita Nekliudov(Sechenov University), Alistair Nichol, Budha Charan Singh Oinam(All India Institute of Medical Sciences Rishikesh), David S. Y. Ong(Sint Franciscus Gasthuis), Prasan Kumar Panda(All India Institute of Medical Sciences Rishikesh), Michele Petrovic(Humber River Regional Hospital), Mark G. Pritchard(University of Oxford), Nagarajan Ramakrishnan(Apollo Hospitals), Grazielle Viana Ramos(Ministério da Saúde), Claire Roger(Centre Hospitalier Universitaire de Nîmes), Oana Săndulescu(Carol Davila University of Medicine and Pharmacy), Malcolm G. Semple(University of Liverpool), Pratima Sharma(University of Michigan), Louise Sigfrid(University of Oxford), Emily C. Somers(University of Michigan), Anca Streinu‐Cercel(Carol Davila University of Medicine and Pharmacy), Fabio Silvio Taccone(Erasmus Hospital), Pavan Kumar Vecham(Apollo Hospitals), Bharath Kumar Tirupakuzhi Vijayaraghavan(Apollo Hospitals), Jia Wei(Open Data Institute), Evert‐Jan Wils(Sint Franciscus Gasthuis), Xin Ci Wong(Ministry of Health), Peter Horby(University of Oxford), Amanda Rojek(The Royal Melbourne Hospital), Piero Olliaro(University of Oxford), Ali Abbas, Sheryl Ann Abdukahil, Nurul Najmee Abdulkadir, Ryuzo Abe, Laurent Abel, Lara Absil, Subhash Prasad Acharya, Andrew Acker(University of Oxford), Elisabeth Adam, Diana Adrião, Saleh Al Ageel, Shakeel Ahmed, Kate Ainscough, Eka Airlangga, Tharwat Aisa, Ali Ait Hssain, Younes Ait Tamlihat, Takako Akimoto, Ernita Akmal, Eman Al Qasim, Razi Alalqam(Ministério da Saúde), Angela Alberti, Tala Al-dabbous, Senthilkumar Alegesan, Cynthia Alegre, Marta Alessi, Beatrice Alex, Kévin Alexandre, Abdulrahman Al‐Fares, Huda Alfoudri, Imran Ali, Adam Ali, Naseem Ali Shah, Kazali Enagnon Alidjnou, Jeffrey Aliudin, Qabas Alkhafajee, Clotilde Allavena, Nathalie Allou, Aneela Altaf, João Alves(University of Oxford), Rita Vieira Alves(University of Oxford), João Alves(University of Oxford), Maria João Amaral, Nur Amira, Phoebe Ampaw, Roberto Andini, Claire Andréjak(Centre Hospitalier Universitaire de Nîmes), Andrea Angheben, François Angoulvant, Séverine Ansart, Sivanesen Anthonidass, Massimo Antonelli, Carlos Alexandre Antunes de Brito, Ardiyan Apriyana, Yaseen M. Arabi, Irene Aragão, Francisco Arancibia, Carolline Araujo, Antonio Arcadipane, Patrick Archambault, Lukas Arenz, Jean‐Benoît Arlet, Christel Arnold-Day, Lovkesh Arora, Rakesh C. Arora, Élise Artaud-Macari, Diptesh Aryal, Ángel Asensio, Muhammad Ashraf, Namra Asif, Mohammad Asim, Jean‐Baptiste Assié, Amirul Asyraf, Anika Atique, A. M. Udara Lakshan Attanyake, Johann Auchabie, Hugues Aumaître, Adrien Auvet, Laurène Azemar, Cécile Azoulay, Benjamin Bach, Delphine Bachelet, Claudine Badr, Nadia Baig, J. Kevin Baird, Erica Bak, Agamemnon Bakakos, Nazreen Abu Bakar, Andriy Bal, Mohanaprasanth Balakrishnan, Valeria Balan, Firouzé Bani‐Sadr, Renata Barbalho, Nicholas Yuri Barbosa, William Barclay, Saef Umar Barnett, Michaela Barnikel, Helena Barrasa, Audrey Barrelet, Cleide Barrigoto, Marie Bartoli, Mustehan Bashir, Romain Basmaci, Muhammad Fadhli Hassin Basri, Denise Battaglini, Jules Bauer, Diego Fernando Bautista Rincón, Denisse Bazan Dow, Alexandra Bedossa, Ker Hong Bee, Husna Begum, Sylvie Behilill, Albertus Beishuizen, Aleksandr Beljantsev, David Bellemare(Sint Franciscus Gasthuis), Anna Beltrame, Beatriz Amorim Beltrão, Marine Beluze, Nicolas Benech, Lionel Eric Benjiman, Dehbia Benkerrou, Suzanne Bennett, Luís Bento, Jan‐Erik Berdal, Delphine Bergeaud, Hazel Bergin, José Luis Bernal Sobrino, Giulia Bertoli, Lorenzo Bertolino, Simon Bessis, Sybille Bevilcaqua, Karine Bezulier, Amar Bhatt, Krishna Bhavsar(Apollo Hospitals), Cláudia Bianco, Farah Nadiah Bidin, Moirangthem Bikram Singh(All India Institute of Medical Sciences Rishikesh), Felwa Bin Humaid, Mohd Nazlin Bin Kamarudin, François Bissuel, Patrick Biston, Laurent Bitker, Jonathan Bitton, Pablo Blanco-Schweizer, Catherine Blier, Frank Bloos, Mathieu Blot, Filomena Boccia, Laetitia Bodénes, Alice Bogaarts, Debby Bogaert, Anne-Hélène Boivin, Pierre-Adrien Bolze, François Bompart, Aurelius Bonfasius, Diogo Borges, Raphaël Borie, Hans Martin Bosse, Élisabeth Botelho-Nevers, Lila Bouadma, Olivier Bouchaud, Sabelline Bouchez, Dounia Bouhmani, Damien Bouhour, Kévin Bouiller, Laurence Bouillet, Camile Bouisse, Anne‐Sophie Boureau, J. R. Bourke, Maude Bouscambert, Aurore Bousquet, Jason Bouziotis, Bianca Boxma, Marielle Boyer-Besseyre, Maria Boylan, Axelle Braconnier, Cynthia Braga, Timo Brandenburger, Filipa Brás Monteiro, Luca Brazzi, Patrick J. Breen, Dorothy Breen, Patrick J. Breen, Kathy Brickell, Shaunagh Browne, Alex Browne, Nicolas Brozzi, Marjolein Brusse‐Keizer, Nina Buchtele, Christian Buesaquillo(University of Oxford), Polina Bugaeva, Marielle Buisson, Danilo Buonsenso, Erlina Burhan, Ingrid G. Bustos, Denis Butnaru, André Cabie(University of Oxford), Susana Cabral, Eder Cáceres, Cyril Cadoz, Mia Callahan, Kate Calligy, Jose Andres Calvache, João Camões, Valentine Campana, Paul Campbell, Josie Campisi, Cecilia Canepa, Mireia Cantero, Pauline Caraux-Paz, Sheila Cárcel, Chiara Simona Cardellino, Sofia Cardoso, Filipe S. Cardoso, Filipa Cardoso, Nelson Cardoso, Simone Carelli, Nicolas Carlier, Thierry Carmoi, Gayle Carney, Inês Carqueja, Marie-Christine Carret, François Martin Carrier, Ida Carroll(Monash University), Maire-Laure Casanova, Mariana Cascão, Siobhan Casey, José Casimiro, Bailey Cassandra, Silvia Castañeda, Nidyanara Castanheira, Guylaine Castor-Alexandre, Henry Castrillón, Ivo Castro, Ana Catarino(Carol Davila University of Medicine and Pharmacy), François-Xavier Catherine, Paolo Cattaneo, Roberta Figueiredo Cavalin, Giulio Giovanni Cavalli, Alexandros Cavayas, Adrián Ceccato, Minerva Cervantes-Gonzalez, Anissa Chair, Catherine Chakveatze, Adrienne Y L Chan, Meera Chand, Christelle Chantalat Auger, Jean-Marc Chapplain, Julie Chas, Allegra Chatterjee, Mobin Chaudry, Jonathan Samuel Chávez Iñiguez, Anjellica Chen, Yih‐Sharng Chen, Matthew Pellan Cheng, Antoine Chéret, Thibault Chiarabini, Julian Chica, Suresh Kumar Chidambaram, Leong Chin Tho, Catherine Chirouze, Davide Chiumello, Sung‐Min Cho, Bernard Cholley, Marie‐Charlotte Chopin, Ting Soo Chow, Yock Ping Chow, Hiu Jian Chua, Jonathan Chua, José Pedro Cidade, José Miguel Cisneros, Anna Ciullo, Jennifer Clarke, Emma Clarke(University of Oxford), Rolando Claure‐Del Granado, Sara Clohisey, Perren J Cobb, Cassidy Codan, Caitriona Cody, Alexandra Coelho, Megan Coles, Gwenhaël Colin, Michael J. Collins, Sebastiano Maria Colombo, Pamela Combs, Marie Connor, Anne Conrad, Sofía Contreras, Elaine Conway, G Cooke, Mary Copland, Hugues Cordel, Amanda Corley(The Royal Melbourne Hospital), Sabine Cornelis, Alexander D. Cornet, Arianne Joy Corpuz, Andrea Cortegiani, Grégory Corvaisier, Emma Costigan(University of Oxford), Camille Couffignal, Sandrine Couffin-Cadièrgues, Roxane Courtois, Stéphanie Cousse, Rachel Cregan, Charles Crepy D’Orleans, Cosimo Cristella, Sabine Croonen, Gloria Crowl, Jonathan Crump, Claudina Cruz, Juan Luis Cruz Berm, Jaime Cruz‐Rojo, Marc Csete, Ailbhe Cullen, Matthew J. Cummings(Open Data Institute), Gerard F. Curley, Elodie Curlier, Colleen S. Curran, Paula Custódio, Ana da Silva Filipe, Charlène Da Silveira, Al-Awwab Dabaliz, Darren Dahly, Heidi J. Dalton, Jo Ann Dalton(University of Oxford), Seamus Daly, Nick Daneman, Corinne Daniel(Sechenov University), Jorge Dantas, Frédérick D’Aragon, Menno D. de Jong, Gillian de Loughry, Diego de Mendoza, Etienne De Montmollin, Rafael Freitas de Oliveira França, Ana Isabel de Pinho Oliveira, Rosanna Carmela De Rosa, Cristina De Rose, Thushan I. de Silva, Peter de Vries(University of Oxford), Jillian Deacon, David A. Dean(Sint Franciscus Gasthuis), Alexa Debard, Marie‐Pierre Debray, Nathalie DeCastro, William Dechert, Lauren Deconninck, Romain Decours, Eve Defous(Sint Franciscus Gasthuis), Isabelle Delacroix, Eric Delaveuve, K. Delavigne, Nathalie M. Delfos, Ionna Deligiannis, Andrea Dell’Amore, Christelle Delmas, Pierre Delobel, Corine Delsing, Élisa Demonchy, Emmanuelle Denis(University of Oxford), Dominique Deplanque, Pieter Depuydt, Mehul Desai, Diane Descamps, Mathilde Desvallées, Santi Dewayanti, Pathik Dhanger, Alpha Diallo, S. Diamantis, André Ivan Bradley dos Santos Dias(University of Oxford), Juan José Díaz, Priscila Diaz, Rodrigo Díaz, Kévin Didier, Jean‐Luc Diehl, Wim Dieperink, Jérôme Dimet, Vincent Dinot, Fara Diop, Alphonsine Diouf, Yael Dishon, Félix Djossou, Annemarie B Docherty, Helen Doherty, Arjen M Dondorp, Andy Dong(Sint Franciscus Gasthuis), Maria Donnelly(Imperial College London), Sean Donohue, Yoann Donohue, Chloe Donohue, Peter Doran(University of Oxford), Céline Dorival, Éric D’Ortenzio, James Joshua Douglas, Renée Douma, Nathalie Dournon, Triona Downer, Joanne Downey, Mark Downing(University of Oxford), Tom Drake, Aoife Driscoll, Murray Dryden, Murray Dryden, Cláudio Duarte Fonseca, Vincent Dubée, François Dubos, Alexandre Ducancelle, Toni Duculan(Queen Elizabeth University Hospital), Susanne Dudman, Abhijit Duggal, Paul Dunand, Mathilde Duplaix, Emanuele Durante‐Mangoni, Lucian A. Durham, Bertrand Dussol, Juliette Duthoit, Xavier Duval, Anne Margarita Dyrhol-Riise, Sim Choon Ean(Erasmus Hospital), Marco Echeverria-Villalobos, Siobhan Egan, Carla Eira, Mohammed El Sanharawi, Subbarao Elapavaluru, Brigitte Elharrar, Jacobien Ellerbroek, Philippine Eloy, Tarek Elshazly, Iqbal Elyazar, Isabelle Enderle, Tomoyuki Endo, Chan Chee Eng(Ministry of Health), Ilka Engelmann, Vincent Enouf, Olivier Épaulard, Mariano Esperatti, Hélène Espérou, Marina Esposito‐Farèse, Jo�ão Estêv�ão, Manuel Etienne(University of Oxford), Nadia Ettalhaoui, Anna Greti Everding, Mirjam Evers, Marc Fabre, Isabelle Fabre, Amna Faheem, Arabella Fahy, Cameron J Fairfield, Zul Fakar, Komal Fareed, Pedro Faria, Ahmed Farooq, Hanan Fateena, Arie Zainul Fatoni, Karine Faure, Raphaël Favory, Mohamed Fayed, Niamh Feely, Laura Feeney(University of Oxford), Jorge Fernandes, Marília Andreia Fernandes, S. Fernandes, François‐Xavier Ferrand, Eglantine Ferrand Devouge, Joana Ferrão, Mário Ferraz, Silvia Moreira Ayub‐Ferreira, Isabel Ferreira, Benigno Ferreira, Ricard Ferrer, Nicolas Ferrière, Céline Ficko, Claudia Figueiredo-Mello, William Finlayson, Juan Fiorda, Thomas Flament, C. Flateau, Tom Fletcher, Letizia Lucia Florio, Deirdre Flynn, Claire Foley(Centre Hospitalier Universitaire de Nîmes), Jean Foley(Erasmus Hospital), Victor Fomin, Tatiana Fonseca, Patricia Fontela, Simon Forsyth, Denise Foster, Giuseppe Foti, Erwan Fourn, Robert Fowler, Marianne Fraher, Diego Franch-Llasat, John F Fraser, Christophe Fraser(Erasmus Hospital), Marcela Vieira Freire, Ana Freitas Ribeiro, Caren Friedrich, Ricardo Fritz, Stéphanie Fry, Nora Fuentes, Masahiro Fukuda, G Argin(University of Oxford), Valérie Gaborieau, Rostane Gaci, Massimo Gagliardi, Jean-Charles Gagnard, Amandine Gagneux‐Brunon, Sérgio Gaião, Linda Gail Skeie, Phil Gallagher, Carrol Gamble, Yasmin Gani, A.R. Garan, Rebekha Garcia(Research Institute Hospital 12 de Octubre), Julia Garcia-Diaz, Esteban García-Gallo, Navya Garimella, Denis Garot, Valérie Garrait, Basanta Gauli, Nathalie Gault, Aisling Gavin, Anatoliy Gavrylov, Alexandre Gaymard, Johannes Gebauer, Eva Geraud, Louis Gerbaud Morlaes, Nuno Germano, Praveen Kumar Ghisulal, Jade Ghosn, Marco Giani, Jess Gibson, Tristan Gigante, Morgane Gilg, Elaine Gilroy, Guillermo Giordano, Michelle Girvan, Valérie Gissot, Daniel Glikman(Sechenov University), Petr Glybochko(Humber River Regional Hospital), Eric Gnall, Geraldine Goco, François Goehringer, Siri Goepel, Jin Yi Goh, Jonathan L. Golob, Rui Gomes, Kyle Gomez, Joan Gómez‐Junyent, Marie Gominet, Alicia Gonzalez, Patricia Gordon, Isabelle Gorenne, Laure Goubert, Cécile Goujard, Tiphaine Goulenok, Margarite Grable, Jerónimo Graf, E. Wilson Grandin, Pascal Granier, Giacomo Grasselli, Christopher Green, Courtney Greene, William Greenhalf, S. Greffe, Domenico Luca Grieco, Matthew Griffee(Open Data Institute), Fiona Griffiths, Ioana Grigoraș, Albert Groenendijk, Anja Große Lordemann, Heidi Gruner, Yusing Gu(Research Institute Hospital 12 de Octubre), Jérémie Guedj, Martin Guego(St. James's Hospital), Dewi Guellec, Anne‐Marie Guerguerian, Daniela Guerreiro, Romain Guéry, Anne Guillaumot, Laurent Guilleminault, Maisa Guimarães de Castro, Thomas Guimard, Marieke Haalboom, Daniel A. Haber(Sechenov University), Hannah Habraken, Ali Hachemi, Amy Hackmann, Nadir Hadri, Fakhir Raza Haidri, Sheeba Hakak, Adam Hall(Open Data Institute), Sophie Halpin, Jawad Hameed, Ansley Hamer, Raph L Hamers, Rébecca Hamidfar, Terese Hammond, Lim Yuen Han, Rashan Haniffa, Kok Wei Hao, Hayley Hardwick, Ewen M. Harrison, Janet Harrison, Samuel Bernard Ekow Harrison, Alan Hartman, Mohd Shahnaz Hasan, Junaid Hashmi(Ziauddin University), Muhammad Hayat, Ailbhe Hayes, Leanne Hays, Jan Heerman(Sint Franciscus Gasthuis), Lars Heggelund, Ross Hendry, Martina Hennessy(University of Oxford), Aquiles R. Henríquez-Trujillo, Maxime Hentzien, Jaime Hernández-Montfort, Andrew D. Hershey(University of Oxford), Liv Hesstvedt, Astarini Hidayah, Eibhilin Higgins, Dawn Higgins, Rupert Higgins, Rita Hinchion, Samuel Hinton, Hiroaki Hiraiwa, Haider Hirkani, Hikombo Hitoto, Yi Bin Ho(University of Oxford), Alexandre Hoctin, Isabelle Hoffmann, Wei Han Hoh, Oscar Hoiting, Rebecca Holt, Jan Cato Holter, Juan Pablo Horcajada, Koji Hoshino, Ikram Houas, Catherine L. Hough, Stuart Houltham, Jimmy Ming-Yang Hsu, Jean‐Sébastien Hulot(Hôpital Européen Georges-Pompidou), Stella Huo, Abby Hurd, Iqbal Hussain, Samreen Ijaz, Hajnal-Gabriela Illes, Patrick Imbert, Mohammad Imran, Rana Imran Sikander, Aftab Imtiaz, Hugo Inácio, Carmen Infante Dominguez, Yun Sii Ing(All India Institute of Medical Sciences Rishikesh), Εlias Iosifidis, Mariachiara Ippolito, Sarah Isgett, Tiago Isidoro, Nadiah Ismail, Margaux Isnard, Junji Itai, Daniel Ivulich(Sechenov University), Danielle Jaafar, Salma Jaafoura, Julien Jabot, Clare Jackson, Nina Jamieson, Victoria A. Janes, Pierre Jaquet, Coline Jaud-Fischer, Stéphane Jauréguiberry, Jeffrey Javidfar, Denise Jaworsky, Florence Jego, Anilawati Mat Jelani, Synne Jenum, Ruth Jimbo-Sotomayor, Ong Yiaw Joe, Ruth N Jorge García(Research Institute Hospital 12 de Octubre), Cédric Joseph(Inserm), Mark Joseph(University of Oxford), Swosti Joshi, M. Jourdain, Philippe Jouvet, Hanna Jung, Anna Lena Jung, Dafsah Arifa Juzar, Ouifiya Kafif, Florentia Kaguelidou, Neerusha Kaisbain, Thavamany Kaleesvran, Sabina Kali, Alina Kalicinska, Smaragdi Kalomoiri, Muhammad Aisar Ayadi Kamaluddin, Zul Amali Che Kamaruddin, Nadiah Kamarudin, Paul Kambiya, Kavita Kamineni, Darshana Hewa Kandamby, Christopher Kandel(Erasmus Hospital), Kong Yeow Kang, Darakhshan Kanwal, Pratap Karpayah, Todd Karsies, Daisuke Kasugai, Anant Kataria, Kevin Katz, Aasmine Kaur, Christy Kay, Hannah Keane, Seán Keating, Pulak Kedia, Claire Kelly(Centre Hospitalier Universitaire de Nîmes), Yvelynne P. Kelly, Andrea Kelly, Niamh Kelly, Aoife Kelly, Sadie Kelly, Maeve Kelsey, Ryan Kennedy, Kalynn Kennon, Maeve Kernan, Younes Kerroumi, Sharma Keshav(University of Michigan), Imrana Khalid, Osama Khalid, Antoine Khalil, Coralie Khan, Irfan Khan, Quratul Ain Khan, Sushil Khanal, Abid Khatak, Amin Khawaja, Krish Kherajani(Apollo Hospitals), Michelle E. Kho, Saye Khoo, Ryan Khoo, Denisa Khoo, Nasir Khoso, Khor How Kiat, Yuri Kida, Peter Kiiza(University of Oxford), Beathe Kiland Granerud, Anders Benjamin Kildal, Jae Burm Kim, Antoine Kimmoun, Detlef Kindgen‐Milles, Alexander H. King, Nobuya Kitamura, Paul Klenerman, Rob Klont, Gry Kloumann Bekken, Stephen R Knight, Robin Kobbe, Chamira Kodippily, Malte Kohns Vasconcelos, Sabin Koirala, Mamoru Komatsu, Caroline Kosgei, Arsène Kpangon, Karolina Krawczyk, Vinothini Krishnan(Apollo Hospitals), Sudhir Krishnan(Apollo Hospitals), Oksana Kruglova, Deepali Kumar(Apollo Hospitals), Ganesh Kumar(Apollo Hospitals), Mukesh Kumar(Apollo Hospitals), Dinesh Kuriakose, Ethan Kurtzman, Demetrios J. Kutsogiannis, Galyna Kutsyna, Konstantinos G. Kyriakoulis, Marie Lachâtre, Marie Lacoste, John G. Laffey, Marie Lagrange, Fabrice Laine, Olivier Lairez, Sanjay Lakhey, Antonio Lalueza, M. Lambert, François Lamontagne, Marie Langelot-Richard, Vincent Langlois, Eka Yudha Lantang, Marina Lanza, Cédric Laouenan(Inserm), Samira Laribi, Delphine Larivière, Stéphane Lasry, Sakshi Lath, Naveed ‎Latif‎, Odile Launay, Didier Laureillard, Yoan Lavie-Badie, Andy Law, Teresa Lawrence, Cassie Lawrence, Minh Lê(University of Liverpool), Clément Le Bihan, Cyril Le Bris, Georges Le Falher, Lucie Le Fèvre, Quentin Le Hingrat, Marion Le Maréchal, Soizic Le Mestre, Gwenaël Le Moal, Vincent Le Moing, Hervé Le Nagard, Paul Le Turnier, Ema Leal, Marta Leal Santos, Todd C Lee, James Lee, Jennifer Lee, Heng Gee Lee, Biing Horng Lee, Yi Lin Lee, Su Hwan Lee, Gary Leeming, Laurent Lefebvre, Bénédicte Lefebvre, Benjamin Lefevre, Sylvie LeGac, Jean‐Daniel Lelièvre, François Lellouche, Adrien Lemaignen, Véronique Lemee, Anthony Lemeur, Gretchen Lemmink, Ha Sha Lene, Jenny Lennon, Rafael León, Marc Léone, Michela Leone, Quentin Lepiller, François-Xavier Lescure, O. Lesens, Mathieu Lesouhaitier, Amy Lester-Grant, Bruno Levy, Yves Lévy, Claire Lévy‐Marchal(Centre Hospitalier Universitaire de Nîmes), Katarzyna Lewandowska, Erwan L'Her, Gianluigi Li Bassi, Janet Liang, Liaquat Ali, Geoffrey Liegeon, Wei Shen Lim(Ministry of Health), Kah Chuan Lim(Ministry of Health), Chantre Lima, Lim Lina(Ministry of Health), Bruno Lina, Andreas Lind, Maja Katherine Lingad, Guillaume Lingas, Sylvie Lion-Daolio, Keibun Liu(Sechenov University), Marine Livrozet, Patricia Lizotte, Antonio Loforte, Navy Lolong, Leong Chee Loon, Diogo Lopes, Dalia López‐Colón, Jose W Lopez-Revilla, Anthony L Loschner, Paul Loubet, Bouchra Loufti, Guillame Louis(University of Oxford), Silvia Lourenco, Lara Lovelace-Macon, Lee Lee Low, Marije M. Löwik, Jia Shyi Loy, Jean Christophe Lucet(Erasmus Hospital), Carlos Lumbreras Bermejo, Carlos M Luna, Olguța Lungu, Liem Luong, Nestor Luque, Dominique Luton, Nilar Lwin, Ruth Lyons, Olavi Maasikas, Oryane Mabiala, Moïse Machado, Gabriel Macheda, Hashmi Madiha(Ziauddin University), Guillermo Maestro de la Calle, Rafaël Mahieu, Sophie Mahy, Ana Raquel Maia, Lars S. Maier, Mylène Maillet, Thomas Maitre, Maximilian Malfertheiner, Nadia Malik, Paddy Mallon, Fernando Maltêz(Ministério da Saúde), Denis Malvy, Victoria Manda(The Royal Melbourne Hospital), Laurent Mandelbrot, Frank Manetta, Julie Mankikian, Edmund Manning, Aldric Manuel(University of Oxford), Ceila Maria Sant′Ana Malaque, Flávio Marino, Daniel Marino(Sechenov University), Samuel Markowicz, Charbel Maroun‐Eid, Ana Marques(Carol Davila University of Medicine and Pharmacy), Catherine Marquis, Brian Marsh, Laura Marsh(University of Oxford), Megan Marshal, John Marshall, Celina Maria Turchi Martelli, Dori-Ann Martin(St. James's Hospital), Emily Martin(St. James's Hospital), Guillaume Martin-Blondel, Martin Martinot(St. James's Hospital), Alejandro Martín‐Quirós, João Martins, Ana Martins(Carol Davila University of Medicine and Pharmacy), Nuno Martins, Caroline Martins Rego, Gennaro Martucci, Olga Martynenko, Eva Miranda Marwali, Marsilla Marzukie, David M. Maslove(Sint Franciscus Gasthuis), Sabina Mason, Sobia Masood, Basri Mat Nor, Moshe Matan, Meghena Mathew, Daniel Mathieu(Sechenov University), Mathieu Mattei, Romans Matulevics, Laurence Maulin, Michael Maxwell, Javier Maynar, Thierry Mazzoni, Natalie Mc Evoy, Lisa Mc Sweeney, Colin McArthur, Colin McArthur, Anne McCarthy, Aine McCarthy, Colin McCloskey, Rachael McConnochie, Sherry McDermott, Sarah E McDonald, Aine McElroy, Samuel McElwee, Victoria McEneany, Allison McGeer, Chris McKay(Erasmus Hospital), Johnny McKeown, Kenneth A McLean(Roslin Institute), Paul McNally, Bairbre McNicholas, Elaine McPartlan, Edel Meaney, Cécile Mear-Passard, Maggie Mechlin, Maqsood Meher, Omar Mehkri(St. James's Hospital), Ferruccio Mele, Luís Melo, Kashif Memon, João João Mendes, Ogechukwu Menkiti, Kusum Menon, Alexander J Mentzer, Emmanuelle Mercier(University of Oxford), Noémie Mercier, Antoine Merckx, Mayka Mergeay-Fabre, Blake Mergler, António Mesquita, Roberta Meta, Osama Metwally, Agnès Meybeck, Dan M. Meyer(Sechenov University), Alison M Meynert, Vanina Meysonnier, Amina Meziane, Mehdi Mezidi, Céline Michelanglei, Isabelle Michelet, Efstathia Mihelis, Vladislav Mihnovit, Hugo Miranda-Maldonado, Nor Arisah Misnan, Tahira Jamal Mohamed, Nik Nur Eliza Mohamed, Asma Moin, David Molina(Sint Franciscus Gasthuis), Elena Molinos, Brenda Molloy, Mary C. Mone, Agostinho Monteiro, Claudia Montes, Giorgia Montrucchio, Shona C. Moore, Sarah Moore, Lina Morales Cely, Lucia Moro, Catherine Motherway, Ana Motos(Carol Davila University of Medicine and Pharmacy), Hugo Mouquet, Clara Mouton Perrot, Julien Moyet, Caroline Mudara, Aisha Kalsoom Mufti, Ng Yong Muh, Dzawani Muhamad, Jimmy Mullaert, Fredrik Müller, Karl Erik Müller, Syed Muneeb, Nadeem Munir, Laveena Munshi, Aisling Murphy, Lorna Murphy, Aisling Murphy, Marlène Murris, Srinivas Murthy, Himed Musaab, Himasha Muvindi, Gugapriyaa Muyandy, Dimitra Melia Myrodia, Farah Nadia Mohd-Hanafiah, Dave Nagpal, Alex Nagrebetsky, Mangala Narasimhan, Nageswaran Narayanan, Rashid Nasim Khan, Alasdair Nazerali‐Maitland, Nadège Néant, Holger Neb, Erni Juwita Nelwan, Raul Neto, Emily Neumann(University of Michigan), Pauline Yeung Ng(University of Oxford), Wing Yiu Ng(University of Oxford), Anthony Nghi, Duc Nguyen, Orna Ni Choileain, Niamh Ni Leathlobhair, Prompak Nitayavardhana, Stephanie Nonas, Nurul Amani Mohd Noordin, Marion Noret, Nurul Faten Izzati Norharizam, Lisa Norman, Alessandra Notari, Mahdad Noursadeghi, Karolina Nowicka, Adam Nowiński, Saad Nseir, Jose I. Nunez, Nurnaningsih Nurnaningsih, Dwi Utomo Nusantara, Elsa Nyamankolly, Fionnuala O Brien, Annmarie O. Callaghan, Annmarie O’Callaghan, Giovanna Occhipinti, Derbrenn OConnor, Max R. O’Donnell, Tawnya Ogston, Takayuki Ogura, Tak-Hyuk Oh, Sophie O'Halloran, Katie O'Hearn, Shinichiro Ohshimo, Agnieszka Ołdakowska, João Paulo de Barros Oliveira, Larissa Rosa de Oliveira, Jee Yan Ong(University of Oxford), Wilna Oosthuyzen, Anne Opavsky, Peter Openshaw(University of Oxford), Saijad Orakzai, Claudia Milena Orozco‐Chamorro, Jamel Ortoleva, Javier Osatnik, Linda O’Shea, Miriam O’Sullivan, Siti Zubaidah Othman, Nadia Ouamara, Rachida Ouissa, Eric Oziol, Maïder Pagadoy, Justine Pages, Mario Palacios, Amanda Palacios(The Royal Melbourne Hospital), Massimo Palmarini, Giovanna Panarello, Hem Raj Paneru, Lai Hui Pang, Mauro Panigada, Nathalie Pansu, Aurélie Papadopoulos, Rachael Parke, Melissa Parker, Briseida Parra, Taha Pasha, Jérémie Pasquier, Bruno Pastène, Fabian Patauner, Drashti Patel, Mohan Dass Pathmanathan, Luís Patrão, Patrícia Patrício, Juliette Patrier, Lisa Patterson, Rajyabardhan Pattnaik, Mical Paul, Christelle Paul, Jorge Paulos, William A Paxton, Jean-François Payen, Kalaiarasu Peariasamy, Giles J. Peek, Florent Peelman, Nathan Peiffer-Smadja, Vincent Peigne, Mare Pejkovska, Paolo Pelosi, Ithan D Peltan, Rui Pereira, Daniel R. Pérez(Sechenov University), Luis Periel, Thomas Perpoint, Antonio Pesenti, Vincent Pestre, Lenka Petrou, Ventzislava Petrov–Sanchez, Frank Olav Pettersen, Gilles Peytavin, Scott Pharand, Michaël Piagnerelli, Walter Picard, Olivier Picone, Maria de Piero, Carola Pierobon, Djura Piersma, Carlos Pimentel, Raquel Pinto, Catarina Pires, Isabelle Pironneau, Lionel Piroth, Ayodhia Pitaloka, Riinu Pius, Laurent Plantier, Hon Shen Png, Julien Poissy, Ryadh Pokeerbux, Maria Pokorska‐Śpiewak, Sergio Poli, Georgios Pollakis, Diane Ponscarme, Jolanta Popielska, Diego Bastos Porto, Andra-Maris Post, Douwe F Postma, Pedro Póvoa, Diana Póvoas, Jeff Powis, Sofia Prapa, Sébastien Préau, Christian Prebensen(University of Oxford), Jean‐Charles Preiser, Anton Prinssen(Queen Elizabeth University Hospital), Gamage Dona Dilanthi Priyadarshani, Lúcia Proença, Sravya Pudota, Oriane Puéchal, Bambang Pujo Semedi, Mathew Pulicken, Gregory Purcell, Luisa Quesada, Vilmaris Quinones-Cardona, Víctor Quirós González, Else Quist-Paulsen, Mohammed Quraishi, Maia A. Rabaa, Christian Rabaud(University of Oxford), Ebenezer Rabindrarajan, Aldo Rafael, Marie Rafiq, Gabrielle Ragazzo, Mutia Rahardjani, Rozanah Abd Rahman, Ahmad Kashfi Haji Ab Rahman, Arsalan Rahutullah, Fernando Rainieri(Ministério da Saúde), Giri Shan Rajahram, Pratheema Ramachandran, Ahmad Afiq Ramli, Blandine Rammaert, Asim Rana, Rajavardhan Rangappa, Ritika Ranjan, Christophe Rapp(Erasmus Hospital), Aasiyah Rashan, Thalha Rashan, Ghulam Rasheed, Menaldi Rasmin, Indrek Rätsep, Cornelius Rau, Tharmini Ravi, Ali Raza, André Real(University of Oxford), Stanislas Rebaudet, Sarah Redl, Brenda Reeve, Attaur Rehman, Liadain Reid, Liadain Reid, Dag Henrik Reikvam, Renato Reis, Jordi Rello, Jonathan Remppis, Martine Remy, Hongru Ren, Hanna Renk, Anne-Sophie Resseguier, Matthieu Revest, Oleksa Rewa, Luis Felipe Reyes, Tiago Reyes, Maria Ines Ribeiro, Antonia Ricchiuto(Queen Elizabeth University Hospital), David J. Richardson(Sint Franciscus Gasthuis), Denise Richardson, Laurent Richier, Siti Nurul Atikah Ahmad Ridzuan, Jordi Riera, Ana L Rios, Asgar Rishu, P Rispal, Karine Risso, María Angélica Rivera Núñez, Nicholas Rizer, Chiara Robba, André Roberto(University of Oxford), Stephanie Roberts, David L Robertson, Olivier Robineau, Ferran Roche‐Campo, Paola Rodari, Simão Rodeia, Bernhard Roessler, Pierre‐Marie Roger(Centre Hospitalier Universitaire de Nîmes), Emmanuel Roilides(University of Oxford), Juliette Romaru, Roberto Roncon‐Albuquerque, Mélanie Roriz, Manuel Rosa‐Calatrava(University of Oxford), Michael Rose, Dorothea Rosenberger, Nurul Hidayah Mohammad Roslan, Andrea Rossanese, Matteo Rossetti, Bénédicte Rossignol, Patrick Rossignol, Stella Rousset, Carine Roy, Benoît Roze, Desy Rusmawatiningtyas, Clark D. Russell, Maria Ryan, Maeve Ryan, Steffi Ryckaert, Aleksander Rygh Holten, Isabela Saba, Sairah Sadaf, Musharaf Sadat, Valla Sahraei, Maximilien Saint-Gilles, Pranya Sakiyalak, Nawal Salahuddin, Leonardo Salazar, Jodat Saleem, Gabriele Sales, Stéphane Sallaberry, Charlotte Salmon Gandonnière, Hélène Salvator, Olivier Sanchez, Ángel Sánchez-Miralles, Vanessa Sancho‐Shimizu, Gyan Sandhu, Zulfiqar Sandhu, Pierre-François Sandrine, Marlene Santos, Shirley Sarfo-Mensah, Bruno Sarmento Banheiro, Iam Claire E. Sarmiento, Benjamine Sarton, Ankana Satya, Sree Satyapriya, Rumaisah Satyawati, Egle Saviciute, Parthena Savvidou, Yen Tsen Saw, Justin Schaffer, Tjard Schermer, Arnaud Scherpereel, Marion Schneider, Stephan Schroll, Michael Schwameis, Gary Schwartz, Brendan Scicluna, J. T. Scott, James Scott-Brown, Nicholas Sedillot, Tamara Seitz, Jaganathan Selvanayagam, Mageswari Selvarajoo, Caroline Semaille, Rasidah Bt Senian, Eric Senneville, Claudia Sepulveda, Filipa Sequeira, Tânia Sequeira, Ary Serpa Neto, Pablo Serrano Balazote, Ellen Shadowitz, Syamin Asyraf Shahidan, Mohammad Shamsah, Anuraj Shankar, Shaikh Sharjeel, Catherine A. Shaw, Victoria Shaw, Ashraf Sheharyar, Rohan Shetty, Rajesh Mohan Shetty, Haixia Shi, Nisreen Shiban, Mohiuddin Shiekh, Nobuaki Shime, Hiroaki Shimizu, Keiki Shimizu, Sally Shrapnel, Pramesh Sundar Shrestha, Shubha Kalyan Shrestha, Hoi‐Ping Shum, Nassima Si Mohammed, Ng Yong Siang, Jeanne Sibiude, Atif Siddiqui, Piret Sillaots, Catarina Silva, Rogério Silva, Maria Joao Silva, Wai Ching Sin(All India Institute of Medical Sciences Rishikesh), Dario Sinatti, Punam Singh(All India Institute of Medical Sciences Rishikesh), Budha Charan Singh(All India Institute of Medical Sciences Rishikesh), Pompini Agustina Sitompul, Karisha Sivam, Vegard Skogen, Sue Smith, Benjamin Smood, Coilin Smyth, Michelle Smyth, Michelle Smyth, Morgane Snacken, Dominic So(University of Michigan), Tze Vee Soh, Joshua Solomon, Tom Solomon, Agnès Sommet, Rima Song, Tae Song, Jack Song Chia, Michael Sonntagbauer, Azlan Mat Soom, Alberto Sotto, Edouard Soum, Marta Sousa, Ana Chora Sousa, Maria Sousa Uva, Vicente Souza-Dantas, Alexandra Sperry, Elisabetta Spinuzza, B P Sanka Ruwan Sri Darshana, Shiranee Sriskandan, Sarah Stabler, Thomas Staudinger, Stephanie-Susanne Stecher, Trude Steinsvik, Ymkje Stienstra, Birgitte Stiksrud, Eva Stolz, Amy Stone, Adrian Streinu-Cercel(Carol Davila University of Medicine and Pharmacy), David Stuart(Sint Franciscus Gasthuis), Ami Stuart, Decy Subekti, Gabriel Suen, Jacky Y. Suen, Asfia Sultana, Charlotte Summers, Dubravka Supic, Deepashankari Suppiah, Magdalena Surovcová, Suwarti Suwarti, Andrey А. Svistunov, Sarah Syahrin, Konstantinos Syrigos, Jaques Sztajnbok, Konstanty Szułdrzyński, Shirin Tabrizi, Lysa Tagherset, Shahdattul Mawarni Taib, Ewa Talarek, Sara Taleb, Jelmer Talsma, Renaud Tamisier, Maria Lawrensia Tampubolon, Kim Keat Tan(Sechenov University), Yan Chyi Tan(Sechenov University), Taku Tanaka, Hiroyuki Tanaka, Hayato Taniguchi, Huda Taqdees, Arshad Taqi, Coralie Tardivon, Pierre Tattevin(Centre Hospitalier Universitaire de Rennes), M Azhari Taufik, Hassan Tawfik, Richard S. Tedder, Tze Yuan Tee, João Teixeira, Sofía Tejada, Marie-Capucine Tellier, Sze Kye Teoh, Vanessa Teotonio, François Téoulé, Pleun Terpstra, Olivier Terrier, Nicolas Terzi, Hubert Tessier-Grenier, Adrian Tey, Alif Adlan Mohd Thabit, Anand Thakur, Zhang Duan Tham, Suvintheran Thangavelu, Vincent Thibault(Institut de Recherche en Santé, Environnement et Travail), Simon-Djamel Thiberville, Benoît Thill, Jananee Thirumanickam, Shaun Thompson, Emma C. Thomson, David Thomson(Sint Franciscus Gasthuis), Surain Raaj Thanga Thurai, Ryan S. Thwaites, Paul Tierney, Vadim Tieroshyn, Peter Timashev, Jean-François Timsit, Noémie Tissot, Jordan Zhien Yang Toh, Maria Toki, Kristian Tonby, Sia Loong Tonnii, Margarida Torres, Antoni Torres(Queen Elizabeth University Hospital), Rosario María Torres Santos-Olmo, Hernando Torres‐Zevallos, Michael Towers, Tony Trapani, Théo Treoux, Cécile Tromeur, Ioannis P. Trontzas, Tiffany Trouillon, Jeanne Truong, Christelle Tual, Sarah Tubiana, Helen Tuite, Jean-Marie Turmel, Lance Turtle, Anders Tveita, Pawel Twardowski, Makoto Uchiyama, P G Ishara Udayanga, Andrew Udy(University of Oxford), Roman Ullrich, Alberto Uribe, Asad Usman, Timothy M. Uyeki, Cristinava Vajdovics, Piero Valentini(University of Oxford), Luís Val-Flores, Amélie Valran, Stijn Van de Velde, Marcel van den Berge, M. van der Feltz, Job van der Palen, Paul van der Valk, Nicky Van Der Vekens, Peter Van der Voort(University of Oxford), Sylvie van der Werf, Laura van Gulik(University of Oxford), Jarne Van Hattem, Carolien van Netten, Frank van Someren Greve, Ilonka van Veen, Hugo D.G. van Willigen, Noémie Vanel, Henk Vanoverschelde, Pooja Varghese, Michael Varrone, Shoban Raj Vasudayan, Charline Vauchy, Shaminee Veeran, Aurélie Veislinger, Sebastian Vencken, Sara Ventura, Annelies Verbon, James Vickers, José Ernesto Vidal, César Vieira, Deepak Vijayan, Joy Ann Villanueva, Judit Villar, Pierre-Marc Villeneuve, Andrea Villoldo, Gayatri Vishwanathan, Benoît Visseaux, Hannah Visser, Chiara Vitiello, Harald E. Vonkeman, Fanny Vuotto, Suhaila Abdul Wahab, Noor Hidayu Wahab, Nadirah Abdul Wahid, Marina Wainstein, Wan Fadzlina Wan Muhd Shukeri, Chih-Hsien Wang, Steve Webb, Katharina Weil, Tan Pei Wen, Sanne Wesselius, T. Eoin West, Murray Wham, Bryan Whelan, Nicole White, Paul Henri Wicky, Aurélie Wiedemann, Surya Otto Wijaya, Keith Wille, Suzette Willems, Virginie Williams, Calvin Wong(Ministry of Health), Yew Sing Wong(Ministry of Health), Teck Fung Wong(Ministry of Health), Natalie Wright, Gan Ee Xian, Lim Saio Xian, Kuan Pei Xuan, Ioannis Xynogalas, Siti Rohani Binti Mohd Yakop, Masaki Yamazaki, Yazdan Yazdanpanah, Nicholas Yee Liang Hing, Cécile Yelnik, Chian Hui Yeoh, Stephanie T. Yerkovich, Toshiki Yokoyama, Hodane Yonis, Obada Yousif, Saptadi Yuliarto, Akram Zaaqoq, Marion Zabbe, Kai Zacharowski, Masliza Zahid, Maram Zahran, Nor Zaila Binti Zaidan, Maria Zambon, Miguel Zambrano(Research Institute Hospital 12 de Octubre), Alberto Zanella, Konrad Zawadka, Nurul Zaynah, Hiba Zayyad, Alexander Zoufaly, David Zucman(Sint Franciscus Gasthuis)
International Journal of Epidemiology
February 28, 2023
Cited by 70Open Access
Full Text

Abstract

BACKGROUND: We describe demographic features, treatments and clinical outcomes in the International Severe Acute Respiratory and emerging Infection Consortium (ISARIC) COVID-19 cohort, one of the world's largest international, standardized data sets concerning hospitalized patients. METHODS: The data set analysed includes COVID-19 patients hospitalized between January 2020 and January 2022 in 52 countries. We investigated how symptoms on admission, co-morbidities, risk factors and treatments varied by age, sex and other characteristics. We used Cox regression models to investigate associations between demographics, symptoms, co-morbidities and other factors with risk of death, admission to an intensive care unit (ICU) and invasive mechanical ventilation (IMV). RESULTS: Data were available for 689 572 patients with laboratory-confirmed (91.1%) or clinically diagnosed (8.9%) SARS-CoV-2 infection from 52 countries. Age [adjusted hazard ratio per 10 years 1.49 (95% CI 1.48, 1.49)] and male sex [1.23 (1.21, 1.24)] were associated with a higher risk of death. Rates of admission to an ICU and use of IMV increased with age up to age 60 years then dropped. Symptoms, co-morbidities and treatments varied by age and had varied associations with clinical outcomes. The case-fatality ratio varied by country partly due to differences in the clinical characteristics of recruited patients and was on average 21.5%. CONCLUSIONS: Age was the strongest determinant of risk of death, with a ∼30-fold difference between the oldest and youngest groups; each of the co-morbidities included was associated with up to an almost 2-fold increase in risk. Smoking and obesity were also associated with a higher risk of death. The size of our international database and the standardized data collection method make this study a comprehensive international description of COVID-19 clinical features. Our findings may inform strategies that involve prioritization of patients hospitalized with COVID-19 who have a higher risk of death.


Related Papers

No related papers found

Powered by citation graph analysis